|
Invariance principles and Gaussian approximation for strictly stationary processes
Author(s):
Dalibor
Volný
Journal:
Trans. Amer. Math. Soc.
351
(1999),
3351-3371.
MSC (1991):
Primary 28D05, 60G10, 60F17, 60F05, 28D20
Posted:
April 8, 1999
Retrieve article in:
PDF DVI PostScript
This article is available free of charge
Abstract |
References |
Similar articles |
Additional information
Abstract:
We show that in any aperiodic and ergodic dynamical system there exists a square integrable process the partial sums of which can be closely approximated by the partial sums of Gaussian i.i.d. random variables. For both weak and strong invariance principles hold.
References:
- [B]
- Billingsley, P., Convergence of Probability Measures, J. Wiley, New York, 1968. MR 38:1718
- [Bu-De]
- Burton, R. and Denker, M., On the central limit theorem for dynamical systems, Transactions Amer. Math. Soc. 302 (1987), 715-726. MR 88i:60039
- [C-F-S]
- Cornfeld, I.P., Fomin, S.V., and Sinai Ya.G., Ergodic Theory, Springer-Verlag, New York, 1982. MR 87f:28019
- [Ch]
- Chernov, N., Limit theorems and Markov approximations for chaotic dynamical systems, Probab. Theory Related Fields 101 (1995), 321-362. MR 96m:28016
- [Cs-Re]
- Csörgö, M. and Révész, P., Strong Approximations in Probability and Statistics, Academic Press, New York, 1981. MR 84d:60050
- [D-L-P-W]
- De La Rue, T., Ladouceur, S., Pe\v{s}kir, G., and Weber, M., On the central limit theorem for aperiodic dynamical systems and applications, preprint 1993.
- [De-K]
- Denker, M. and Keane, M., Almost topological dynamical systems, Israel J. Math. 34 (1979), 139-160. MR 82m:54042
- [G]
- Gordin M.I., The central limit theorem for stationary processes, Soviet Math. Dokl. 10 (1969), 1174-1176. MR 40:5012
- [Ha-He]
- Hall, P. and Heyde, C.C., Martingale Limit Theory and its Application, Academic Press, New York, 1980. MR 83a:6001
- [Ka]
- Kac, M., On the distribution of values of sums of the type
, Ann. Math. 47 (1946), 33-49. MR 7:436f - [K-Vo]
- Keane, M. and Volný, D., an unpublished result.
- [La1]
- Lacey, M., On weak convergence in dynamical systems to self-similar processes with spectral representation, Transactions Amer. Math. Soc. 328 (1991), 767-778. MR 92c:60048
- [La2]
- Lacey, M., On central limit theorems, modulus of continuity and Diophantine type for irrational rotations, Journal d'Analyse Math. 61 (1993), 47-59. MR 95a:60054
- [Le1]
- Lesigne, E., Almost sure central limit theorem for strictly stationary processes, preprint 1996.
- [Le2]
- Lesigne, E., personal communication, 1996.
- [Li-Vo]
- Liardet, P. and Volný, D., Sums of continuous and differentiable functions in dynamical systems, Israel J. of Mathematics 98 (1997), 29-60. CMP 97:15
- [Ru]
- Rudolph, D., Fundamentals of Measurable Dynamics, Clarendon Press, Oxford, 1990. MR 92e:28006
- [T-We]
- Thouvenot, J.-P. and Weiss, B., personal communication.
- [Vo1]
- Volný, D., On limit theorems and category for dynamical systems, Yokohama Math. J. 38 (1990), 29-35. MR 92c:28014
- [Vo2]
- Volný, D., Approximating martingales and the central limit theorem for strictly stationary processes, Stochastic Processes and their Appl. 44 (1993), 41-74. MR 93m:28021
Similar Articles:
Retrieve articles in Transactions of the American Mathematical Society
with MSC
(1991):
28D05, 60G10, 60F17, 60F05, 28D20
Retrieve articles in all Journals with MSC
(1991):
28D05, 60G10, 60F17, 60F05, 28D20
Additional Information:
Dalibor
Volný
Affiliation:
Université de Rouen, UPRES-A CNRS 60 85, Site Colbert, 76821 Mont-Saint-Aignan Cedex, France
Email:
dalibor.volny@univ-rouen.fr
DOI:
10.1090/S0002-9947-99-02401-0
PII:
S 0002-9947(99)02401-0
Keywords:
Zero entropy stationary process,
weak invariance principle,
strong invariance principle,
approximation by Gaussian random variables
Received by editor(s):
February 21, 1997
Posted:
April 8, 1999
Additional Notes:
This research has been partially supported by the Grant Agency of the Charles University (Prague), grant #GAUK 6191
Copyright of article:
Copyright
1999,
American Mathematical Society
|